Mine Caliskan

Tübingen, Baden-Württemberg, Germany

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Summary

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Senior

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Mine Caliskan is a Lead AI Expert and Technical Product Manager with nine years of experience translating cutting-edge ML and robotics research into production products across manufacturing, energy trading, mobility and healthcare. A founder of xMint and a PhD researcher at Tübingen and Ruhr University Bochum, she has published on multi-agent learning (ICML 2023) and built embedded vision and medical imaging products (X4Vision, XPacs) used in industry. She combines hands-on research in inverse reinforcement learning and multi-agent coordination with pragmatic product delivery—supervising student projects, shipping SDKs, and leading technical teams at startups like Snapdaq. Comfortable moving between algorithmic innovation and customer-focused agile development, she brings deep math/mechatronics training and a knack for turning research prototypes into deployed systems. An underappreciated strength is her cross-domain ability to pair sensor-level calibration and condition monitoring with high-level ML orchestration for real-time industrial use cases.

9 years of coding experience

7 years of employment as a software developer

Bachelor of Science - BS Mathematics, Bachelor of Science - BS Mathematics at Marmara University

Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Ruhr University Bochum

Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of Tübingen

Master of Science - MS Mechatronics Engineering, Master of Science - MS Mechatronics Engineering at Boğaziçi University

Turkish, English

Stackoverflow

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Github Skills (25)

keras-models10

image-viewer10

python-lib10

java9

datasets9

tasks9

image-management9

object-detection9

computer-vision9

python8

deep-learning8

automation8

instance-segmentation8

artificial-intelligence8

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

x-mint/see-me

Sep 2019 - May 2021

Defect detection prototype and baseline for X4Vision

Contributions:31 commits, 10 PRs, 28 pushes in 1 year 8 months

pytorchreact-nativeobject-detectionu-netprototype

melodiCyb/autonomous-robots

Mar 2018 - Jul 2020

Contributions:38 commits, 37 pushes, 1 branch in 2 years 4 months

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